Update README.md

README.md

@@ -9,8 +9,34 @@ tags:
 license: apache-2.0
 language:
 - en
+datasets:
+- nvidia/OpenCodeReasoning
 ---
+### Direct Uses: 
+```python
+system_prompt="""
+You are expert Python programmer. You task contians follwing instructions. 
+You should answer the user's questions about Python. Your thinking must be in the format <think>..</think> 
+The output format must contain only python codes with ```python syntax format.
+You must use the the user input vairables in your code as code place holder.
+"""
+FastLanguageModel.for_inference(model)
+messages = [
+    {'role':'system','content':system_prompt},
+    {"role": "user", "content":"How to write a Graph-based path finder algorithm?" },
+]
+inputs = tokenizer.apply_chat_template(
+    messages,
+    tokenize = True,
+    add_generation_prompt = True, # Must add for generation
+    return_tensors = "pt",
+).to("cuda")
 
+from transformers import TextStreamer
+text_streamer = TextStreamer(tokenizer, skip_prompt = True)
+_ = model.generate(input_ids = inputs, streamer = text_streamer, max_new_tokens =2048,
+                   use_cache = True, temperature = 0.5, min_p = 0.9)
+```
 # Uploaded  model
 
 - **Developed by:** alibidaran
@@ -19,4 +45,4 @@ language:
 
 This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)